PAPER 09 / LATEST DISTURBANCE
↘LOW
CURVATURE
CURVATURE
CrispEdit: Low-Curvature Projections for Scalable Non-Destructive LLM Editing
ICML, 2026
MISSION STATEMENT / MISPRINT 02
I am interested in fundamental AI problems in world modeling and continual improvement.
Unfortunately, this page has neither a model nor evidence of improvement.
EVIDENCE LOCKER 01—09
RESEARCH, AFTER THE FILING CABINET EXPLODED
PAPER 08 / EVOLVE FIRST, ASK LATER
Evolution Guided Generative Flow Networks
Transactions on Machine Learning Research, 2025
ICLR GEM Bio workshop
★ BEST POSTER @ EEML 2024
PAPER 07 / LATENT JUDICIARY
JEDI: Latent End-to-end Diffusion Mitigates Agent-Human Performance Asymmetry in Model-Based Reinforcement Learning
Preprint, 2025
PAPER 06 / WEATHER EVENT
PAPER 05 / OBJECT NOT FOUND
small feature
departing quietly →
departing quietly →
Small features matter: Robust representation for world models
7th Robot Learning Workshop, ICLR, 2025
PAPER 04 / PROTEIN CHOREOGRAPHY
Gradient-guided discrete walk-jump sampling for biological sequence generation
Transactions on Machine Learning Research, 2024
★ RISE 2024 RESEARCH GRANT AWARDEE
PAPER 03 / ROUNDABOUT, PROBABILISTIC
Probabilistic Generative Modeling for Procedural Roundabout Generation for Developing Countries
NeurIPS RealML Workshop, 2023
PAPER 02 / PEDESTRIANS IN CELLS
PedGrid — A Simple yet Expressive Simulation Environment for Pedestrian Behavior Modeling
IEEE ITSC, 2023
PAPER 01 / CIRCULAR BEGINNING
DEPARTMENT OF PREVENTABLE OBSTACLES
TWO SERVICES NOBODY REQUESTED
SERVICE A / NEGATIVE AFFORDANCE
Apply for absolutely nothing.
The committee is eager not to receive your application.
Evasions: 0
SERVICE B / PERPETUAL COMPLIANCE
Terms of Surrender
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LOADING THE NEXT OBLIGATION…
SIGNALS INTERCEPTED / SELECTED TALKS
I LOVE TO SHARE MY EXPERIENCES WITH THE AUDIENCE AND LEARN FROM THEM.
TALK № 0002
Masked Generative Priors Improve World Models Sequence Modelling Capabilities
ICLR World Models Workshop Oral, 2025
TALK № 0001
How to Train Your World Models
Beijing Institute of Technology, 2024
BUREAU OF ACADEMIC SERVICES
OFFICIALLY AUTHORIZED TO HAVE OPINIONS
REVIEWERICLR2024—?
REVIEWERICML2025—?
REVIEWERNeurIPS2024—?
REVIEWERTMLR2024—?
ROOM № 𝄞 / OBJECTS REHEARSING WITHOUT PERMISSION
THE UNRELIABLE ORCHESTRA
CLICK THE HEAD / DRAG THE EVIDENCE / DISTRUST THE TEMPO
ROOM 𝄞 / SOUND WITHOUT EXPLANATION
MUSIC
SA
RE
GA
MA
VOICE ⇄ STATIC ⇄ ?
Selected honors
- Ensemble AwardUSC Thornton School of Music, 2026
- Lifetime Member AwardNotre Dame Cultural Club, 2020
- Honorable Mention AwardNotre Dame College, 2019
- Best Singer AwardNational Board of Education, 2016
Selected television & stage appearances
- USC Spring Concert, Newman Recital Hall, LA (2026)
- USC Fall Concert, Newman Recital Hall, LA — solo, I'll Be on My Way (2025)
- Classical Music Festival, Chhayanaut Auditorium, Dhaka (2022–2024)
- গানের ঝরণা তলায়, Bengal Foundation (2020)
- নজরুল সঙ্গীত উৎসব, National Museum Auditorium (2019)
- Cultural Ceremony for the Pope's visit, Notre Dame College, Dhaka (2017)
- নজরুল সঙ্গীত উৎসব, Chhayanaut Auditorium, Dhaka (2013–2020)
- গানে গানে সকাল শুরু, Channel I (2015)
THIS IS THE EMPTY SECTION YOU REQUESTED.
Hover over the vacancy. It has been rehearsing.
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